{"id":"W4399773883","doi":"10.59490/ijwg.11.2024.6782","title":"Water governance and immigrants in Western democracies: A systematic review","year":2024,"lang":"en","type":"review","venue":"International Journal of Water Governance","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Corporate governance; Immigration; Citizen journalism; Sustainability; Political science; Systematic review; Sociology; Environmental planning; Business; Geography; Ecology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004355739,0.0008310015,0.00271892,0.008178517,0.0006724749,0.002471057,0.0009596829,0.001868993,0.003657958],"category_scores_gemma":[0.02329691,0.0006334006,0.003137901,0.01055665,0.0008615831,0.00234123,0.0015286,0.0009540161,0.0002254148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002437159,"about_ca_system_score_gemma":0.01340818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393806,"about_ca_topic_score_gemma":0.04455934,"domain_scores_codex":[0.996582,0.001321451,0.001078748,0.0002922877,0.0005838345,0.0001418157],"domain_scores_gemma":[0.9841995,0.01170651,0.002442141,0.0001761194,0.001219393,0.0002563529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000123642,0.00004413226,0.002483531,0.8488953,0.002608018,0.0001967011,0.001075802,0.0001191017,0.0001599666,0.001135071,0.00361192,0.1395469],"study_design_scores_gemma":[0.00005012582,0.0001493574,0.007365286,0.9226139,0.01002137,0.0004539263,0.001779671,0.0000601628,0.0001155275,0.0004441692,0.05691489,0.00003159319],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001116169,0.9980462,0.0000501639,0.0002484059,0.00007340267,0.00006212897,0.0001117995,0.000001835246,0.0002899809],"genre_scores_gemma":[0.008989719,0.9902849,0.0002060017,0.0002527117,0.00004093239,0.00009335302,0.00007436622,0.000001124931,0.00005695334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01393806,"threshold_uncertainty_score":0.02771389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08152652973937875,"score_gpt":0.3675746851362071,"score_spread":0.2860481553968283,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}